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Graph Auto-Encoder in PyTorch

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Graph Auto-Encoder in PyTorch

This is a PyTorch implementation of the Variational Graph Auto-Encoder model described in the paper:

T. N. Kipf, M. Welling, Variational Graph Auto-Encoders, NIPS Workshop on Bayesian Deep Learning (2016)

The code in this repo is based on or refers to, and


  • Python 3
  • PyTorch 0.4
  • install requirements via
    pip install -r requirements.txt

How to run

python gae/

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